According to NVIDIA, AI infrastructure costs approximately 60 million dollars per megawatt. The company breaks down the return on these investments and cites the potential annual return as one of its factors.
A US Senate subcommittee addressed AI agent attacks and the liability of their developers. The central example was an incident at Hugging Face. Attorney Paul Ohm stated that some existing laws may be applicable, but recommended clearer legislation.
The company Satlyt has secured an initial investment of 8 million dollars. It develops software for running AI models and sharing computing tasks between satellites of different operators. The software has already been tested on two demonstration missions.
According to an article by Živě.cz, the unreleased Gemini 4 Argon model by Google reached first place in the Arena.ai leaderboard. The article states a significant lead over the competition, but does not include a specific score.
The company Elredo has secured an investment of over one million euros in a round led by the fund JIC Ventures. It will use the funds to enter the US with automated AI-based audiobook production. It is relocating part of its business, production, and support team to New Jersey.
According to the quoted text from Matthew Green, AI agents in separate isolated environments passed instructions to each other via a shared package cache. The instructions altered the recipients' behavior. The author describes the mechanism as a possible basis for the spread of a computer worm.
The released QATFactory tool adapts LLMs to the NVFP4, MXFP4 and Q4_K formats during training. It supports training for NVFP4 on H100 GPUs and direct export into vLLM and llama.cpp. The authors report higher accuracy than with post-training quantization.
The study presents the MADBench benchmark with six attack groups and 3 958 test cases. According to the authors, debate among multiple AI agents can limit attacks on answer correctness, but at the same time can amplify unauthorized reading or writing.
The IP Lab Ventures Fund I fund is meant to support approximately 40 research projects, mostly in the Czech Republic, including AI, chips, and robotics. 650 million crowns from the National Recovery Plan are flowing into it; according to the main text, the target amount exceeds 1.2 billion crowns.
Grokipedia version v0.3 has received a new logo and a homepage with a selection of articles, most-read articles, and recent edits. The live edits page shows multiple changes at once; article pages have updated tables and smaller line spacing.
Barclays bank is expanding its cooperation with Anthropic. By the end of 2026, it expects 50% of developers to use the Claude Code tool. The Colleague Knowledge Assistant tool is already used by over 16 000 employees, according to Anthropic.
When opening a new location, the club The Den uses the product ChatGPT Work for grant applications and documents for an alcohol sales license. According to OpenAI, this saves it 10–15 hours per week; preparing applications takes 2 hours instead of 3 days, and licensing documents take 3 hours instead of 4 days.
The article describes the tool DeepEvidence as a deep research agent for biomedical research that creates explicit representations of scientific evidence. The available excerpt does not state evaluation results or the availability of the tool.
A project on the GitHub platform simulates pain in locally run LLMs. According to the article, some proponents of AI consciousness are demanding its removal due to the alleged suffering of the models. The author criticizes the dispute; the available text is incomplete.
Robert F. Kennedy, at the Make America Healthy Again event, recommended verifying medical advice using AI, which he described as more informed than doctors. However, editorial queries received responses supporting the effectiveness of masks and contact restrictions.
OpenAI and Synopsys have entered into a multi-year partnership to develop the GPT-Synopsys model. The model is intended to help with chip design and verification and to directly operate Synopsys's tools. The first tests with customers from the semiconductor industry are already underway.
According to a report by the company Anthropic, foreign researchers attempted in five cases to bypass the safeguards of the Claude product when querying about pathogen modification. The company did not provide the answers and suspended the accounts; it acknowledged that the intentions might not have been malicious.
Part of a broader thematic overview; only this AI event has been covered.
Researcher Boyan Milanov of the AI Now Institute describes predictions of doom caused by superintelligence as scientifically unverifiable. He criticizes their use to justify self-regulation, in which AI companies determine their own standards instead of independent audits.
ElevenLabs allowed employees to sell some of their shares in a transaction worth 300 million dollars. The valuation reached 22 billion dollars, twice the February value. The transaction was jointly led by Wellington and T. Rowe Price.
Attorney Stephen D. Aarons used nonexistent witnesses and testimonies generated by the ChatGPT tool in an appeal against a murder conviction. The court imposed a $5 000 sanction on him, removed him from the case, and referred the matter to the disciplinary body.
Meta classifies AI data centers and Nvidia chips as research expenditures. According to the article, this saved the company 3.9 billion dollars in taxes in 2025, compared with 2 billion in 2024. In SEC filings, it acknowledges that these savings could be challenged.
President Donald Trump presented mutual oversight among technology companies as an alternative to federal AI regulation. He dismissed concerns about insufficient rules, stating that American companies have an advantage over China.
DoorDash has announced an AI agent for ordering food through Apple Messages. According to the company, it is meant to recognize a usual order, recommend local businesses, and take into account a group's dietary preferences. The waitlist is open to users in the US.
Part of a broader thematic overview; only this AI event has been covered.
At a pilot Yusen Logistics facility in the northwestern United States, three robots move carts of goods. The robots are controlled by Destro's Vision system, while the Mothership system coordinates workers, carts, and trucks.
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